MANGO-train (no text)

Dataset statistics

Number of variables	14
Number of observations	95339
Missing cells	190678
Missing cells (%)	14.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	9.5 MiB
Average record size in memory	105.0 B

Variable types

Numeric	9
Categorical	2
Unsupported	2
Boolean	1

Alerts

`Production` is highly overall correlated with `num_sizes` and 3 other fields	High correlation
`id_season` is highly overall correlated with `year`	High correlation
`num_sizes` is highly overall correlated with `Production` and 3 other fields	High correlation
`num_stores` is highly overall correlated with `Production` and 3 other fields	High correlation
`weekly_demand` is highly overall correlated with `Production` and 3 other fields	High correlation
`weekly_sales` is highly overall correlated with `Production` and 3 other fields	High correlation
`year` is highly overall correlated with `id_season`	High correlation
`has_plus_sizes` is highly imbalanced (51.7%)	Imbalance
`heel_shape_type` has 95339 (100.0%) missing values	Missing
`toecap_type` has 95339 (100.0%) missing values	Missing
`heel_shape_type` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`toecap_type` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2025-11-15 11:52:15.991027
Analysis finished	2025-11-15 11:52:32.088822
Duration	16.1 seconds
Software version	ydata-profiling vv4.6.5
Download configuration	config.json

ID
Real number (ℝ)

Distinct	9843
Distinct (%)	10.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6373.2094

Minimum	1
Maximum	12767
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	745.0 KiB

Quantile statistics

Minimum	1
5-th percentile	631
Q1	3205
median	6379
Q3	9515.5
95-th percentile	12140
Maximum	12767
Range	12766
Interquartile range (IQR)	6310.5

Descriptive statistics

Standard deviation	3681.0071
Coefficient of variation (CV)	0.57757511
Kurtosis	-1.1881897
Mean	6373.2094
Median Absolute Deviation (MAD)	3158
Skewness	0.0054325096
Sum	6.0761541 × 10⁸
Variance	13549813
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11792	31	< 0.1%
7845	31	< 0.1%
6056	31	< 0.1%
2520	31	< 0.1%
983	31	< 0.1%
5667	30	< 0.1%
3476	30	< 0.1%
3596	30	< 0.1%
5100	30	< 0.1%
2139	30	< 0.1%
Other values (9833)	95034	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	12	< 0.1%
2	12	< 0.1%
3	18	< 0.1%
4	8	< 0.1%
6	8	< 0.1%
7	12	< 0.1%
8	6	< 0.1%
10	6	< 0.1%
11	8	< 0.1%
12	8	< 0.1%

Value	Count	Frequency (%)
12767	10	< 0.1%
12765	8	< 0.1%
12764	16	< 0.1%
12763	8	< 0.1%
12762	4	< 0.1%
12761	12	< 0.1%
12760	16	< 0.1%
12759	12	< 0.1%
12758	8	< 0.1%
12757	10	< 0.1%

id_season
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	745.0 KiB

87	25265
89	24080
86	23691
88	22303

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	190678
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	86
2nd row	86
3rd row	86
4th row	86
5th row	86

Common Values

Value	Count	Frequency (%)
87	25265	26.5%
89	24080	25.3%
86	23691	24.8%
88	22303	23.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
87	25265	26.5%
89	24080	25.3%
86	23691	24.8%
88	22303	23.4%

Most occurring characters

Value	Count	Frequency (%)
8	117642	61.7%
7	25265	13.3%
9	24080	12.6%
6	23691	12.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	190678	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	117642	61.7%
7	25265	13.3%
9	24080	12.6%
6	23691	12.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	190678	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	117642	61.7%
7	25265	13.3%
9	24080	12.6%
6	23691	12.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	190678	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
8	117642	61.7%
7	25265	13.3%
9	24080	12.6%
6	23691	12.4%

heel_shape_type
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	95339
Missing (%)	100.0%
Memory size	745.0 KiB

toecap_type
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	95339
Missing (%)	100.0%
Memory size	745.0 KiB

life_cycle_length
Real number (ℝ)

Distinct	25
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.164004

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	745.0 KiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	8
median	10
Q3	12
95-th percentile	24
Maximum	31
Range	30
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.7427803
Coefficient of variation (CV)	0.42482788
Kurtosis	2.3248152
Mean	11.164004
Median Absolute Deviation (MAD)	2
Skewness	1.5288402
Sum	1064365
Variance	22.493965
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
8	35792	37.5%
12	22146	23.2%
10	9520	10.0%
16	7408	7.8%
6	6876	7.2%
24	4392	4.6%
14	2716	2.8%
20	1860	2.0%
18	1422	1.5%
4	1308	1.4%
Other values (15)	1899	2.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	< 0.1%
2	2	< 0.1%
4	1308	1.4%
5	10	< 0.1%
6	6876	7.2%
8	35792	37.5%
10	9520	10.0%
12	22146	23.2%
13	52	0.1%
14	2716	2.8%

Value	Count	Frequency (%)
31	155	0.2%
30	450	0.5%
28	28	< 0.1%
26	286	0.3%
25	100	0.1%
24	4392	4.6%
23	23	< 0.1%
22	308	0.3%
21	126	0.1%
20	1860	2.0%

num_stores
Real number (ℝ)

HIGH CORRELATION

Distinct	1242
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	531.35677

Minimum	8
Maximum	1272
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	745.0 KiB

Quantile statistics

Minimum	8
5-th percentile	56
Q1	146
median	464
Q3	893
95-th percentile	1179
Maximum	1272
Range	1264
Interquartile range (IQR)	747

Descriptive statistics

Standard deviation	393.192
Coefficient of variation (CV)	0.7399774
Kurtosis	-1.3367463
Mean	531.35677
Median Absolute Deviation (MAD)	342
Skewness	0.3367228
Sum	50659023
Variance	154599.95
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
110	342	0.4%
132	330	0.3%
92	320	0.3%
113	314	0.3%
114	308	0.3%
111	308	0.3%
104	304	0.3%
125	292	0.3%
90	288	0.3%
65	284	0.3%
Other values (1232)	92249	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	6	< 0.1%
9	4	< 0.1%
10	1	< 0.1%
11	33	< 0.1%
12	10	< 0.1%
14	8	< 0.1%
15	18	< 0.1%
16	44	< 0.1%
17	10	< 0.1%
18	18	< 0.1%

Value	Count	Frequency (%)
1272	16	< 0.1%
1270	44	< 0.1%
1268	16	< 0.1%
1265	16	< 0.1%
1255	18	< 0.1%
1250	18	< 0.1%
1249	8	< 0.1%
1248	74	0.1%
1247	10	< 0.1%
1245	16	< 0.1%

num_sizes
Real number (ℝ)

HIGH CORRELATION

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.6762395

Minimum	1
Maximum	13
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	745.0 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	5
median	7
Q3	7
95-th percentile	11
Maximum	13
Range	12
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.4808725
Coefficient of variation (CV)	0.37159729
Kurtosis	-0.31080436
Mean	6.6762395
Median Absolute Deviation (MAD)	2
Skewness	0.65791586
Sum	636506
Variance	6.1547283
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
7	29594	31.0%
5	27186	28.5%
11	12222	12.8%
3	7452	7.8%
4	5311	5.6%
8	4681	4.9%
12	3871	4.1%
6	3790	4.0%
10	554	0.6%
9	222	0.2%
Other values (3)	456	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	220	0.2%
2	190	0.2%
3	7452	7.8%
4	5311	5.6%
5	27186	28.5%
6	3790	4.0%
7	29594	31.0%
8	4681	4.9%
9	222	0.2%
10	554	0.6%

Value	Count	Frequency (%)
13	46	< 0.1%
12	3871	4.1%
11	12222	12.8%
10	554	0.6%
9	222	0.2%
8	4681	4.9%
7	29594	31.0%
6	3790	4.0%
5	27186	28.5%
4	5311	5.6%

has_plus_sizes
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	93.2 KiB

False	85393
True	9946

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	85393	89.6%
True	9946	10.4%

price
Real number (ℝ)

Distinct	54
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.010473

Minimum	6.99
Maximum	799.99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	745.0 KiB

Quantile statistics

Minimum	6.99
5-th percentile	12.99
Q1	25.99
median	29.99
Q3	39.99
95-th percentile	69.99
Maximum	799.99
Range	793
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	28.831422
Coefficient of variation (CV)	0.7790071
Kurtosis	135.90077
Mean	37.010473
Median Absolute Deviation (MAD)	10
Skewness	8.0667678
Sum	3528541.5
Variance	831.25088
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
29.99	20606	21.6%
39.99	13426	14.1%
25.99	10436	10.9%
35.99	6921	7.3%
49.99	6088	6.4%
19.99	6008	6.3%
22.99	5764	6.0%
59.99	4334	4.5%
15.99	2906	3.0%
12.99	2565	2.7%
Other values (44)	16285	17.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.99	50	0.1%
7.99	1584	1.7%
9.99	1720	1.8%
12.99	2565	2.7%
15.99	2906	3.0%
17.99	2098	2.2%
19.99	6008	6.3%
22.99	5764	6.0%
25.99	10436	10.9%
27.99	1991	2.1%

Value	Count	Frequency (%)
799.99	8	< 0.1%
699.99	24	< 0.1%
499.99	8	< 0.1%
349.99	36	< 0.1%
320	6	< 0.1%
300	6	< 0.1%
299.99	48	0.1%
270	12	< 0.1%
269.99	12	< 0.1%
260	18	< 0.1%

year
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	745.0 KiB

2023	48683
2024	43921
2022	2468
2025	267

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	381356
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2023
2nd row	2023
3rd row	2023
4th row	2023
5th row	2023

Common Values

Value	Count	Frequency (%)
2023	48683	51.1%
2024	43921	46.1%
2022	2468	2.6%
2025	267	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2023	48683	51.1%
2024	43921	46.1%
2022	2468	2.6%
2025	267	0.3%

Most occurring characters

Value	Count	Frequency (%)
2	193146	50.6%
0	95339	25.0%
3	48683	12.8%
4	43921	11.5%
5	267	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	381356	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	193146	50.6%
0	95339	25.0%
3	48683	12.8%
4	43921	11.5%
5	267	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	381356	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	193146	50.6%
0	95339	25.0%
3	48683	12.8%
4	43921	11.5%
5	267	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	381356	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	193146	50.6%
0	95339	25.0%
3	48683	12.8%
4	43921	11.5%
5	267	0.1%

num_week_iso
Real number (ℝ)

Distinct	52
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.649535

Minimum	1
Maximum	52
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	745.0 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	15
median	28
Q3	41
95-th percentile	50
Maximum	52
Range	51
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	14.733438
Coefficient of variation (CV)	0.53286388
Kurtosis	-1.2461839
Mean	27.649535
Median Absolute Deviation (MAD)	13
Skewness	-0.054107221
Sum	2636079
Variance	217.07421
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16	2329	2.4%
42	2294	2.4%
17	2293	2.4%
45	2282	2.4%
18	2258	2.4%
15	2248	2.4%
44	2248	2.4%
43	2219	2.3%
41	2214	2.3%
19	2204	2.3%
Other values (42)	72750	76.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1329	1.4%
2	1229	1.3%
3	1329	1.4%
4	1252	1.3%
5	1432	1.5%
6	1422	1.5%
7	1480	1.6%
8	1486	1.6%
9	1634	1.7%
10	1741	1.8%

Value	Count	Frequency (%)
52	1481	1.6%
51	1740	1.8%
50	1895	2.0%
49	2079	2.2%
48	2121	2.2%
47	2002	2.1%
46	2128	2.2%
45	2282	2.4%
44	2248	2.4%
43	2219	2.3%

weekly_sales
Real number (ℝ)

HIGH CORRELATION

Distinct	5009
Distinct (%)	5.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	948.03039

Minimum	-1706
Maximum	17291
Zeros	307
Zeros (%)	0.3%
Negative	5071
Negative (%)	5.3%
Memory size	745.0 KiB

Quantile statistics

Minimum	-1706
5-th percentile	-3
Q1	99
median	451
Q3	1380
95-th percentile	3483.1
Maximum	17291
Range	18997
Interquartile range (IQR)	1281

Descriptive statistics

Standard deviation	1239.0753
Coefficient of variation (CV)	1.3069995
Kurtosis	7.9519369
Mean	948.03039
Median Absolute Deviation (MAD)	416
Skewness	2.2844951
Sum	90384269
Variance	1535307.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	346	0.4%
3	337	0.4%
16	317	0.3%
1	315	0.3%
4	311	0.3%
15	311	0.3%
23	309	0.3%
7	309	0.3%
19	308	0.3%
5	308	0.3%
Other values (4999)	92168	96.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1706	1	< 0.1%
-1496	1	< 0.1%
-1385	1	< 0.1%
-1283	1	< 0.1%
-1157	1	< 0.1%
-1146	1	< 0.1%
-973	1	< 0.1%
-867	1	< 0.1%
-834	1	< 0.1%
-819	1	< 0.1%

Value	Count	Frequency (%)
17291	1	< 0.1%
14546	1	< 0.1%
14035	1	< 0.1%
13886	1	< 0.1%
13249	1	< 0.1%
13206	1	< 0.1%
12899	1	< 0.1%
12713	1	< 0.1%
12687	1	< 0.1%
12141	1	< 0.1%

weekly_demand
Real number (ℝ)

HIGH CORRELATION

Distinct	5623
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1117.1747

Minimum	-1496
Maximum	38179
Zeros	243
Zeros (%)	0.3%
Negative	3344
Negative (%)	3.5%
Memory size	745.0 KiB

Quantile statistics

Minimum	-1496
5-th percentile	7
Q1	124
median	535
Q3	1584
95-th percentile	4085.1
Maximum	38179
Range	39675
Interquartile range (IQR)	1460

Descriptive statistics

Standard deviation	1507.7155
Coefficient of variation (CV)	1.349579
Kurtosis	28.308793
Mean	1117.1747
Median Absolute Deviation (MAD)	484
Skewness	3.2927171
Sum	1.0651032 × 10⁸
Variance	2273206
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19	298	0.3%
4	298	0.3%
3	291	0.3%
8	282	0.3%
15	281	0.3%
31	277	0.3%
9	275	0.3%
35	272	0.3%
26	269	0.3%
18	266	0.3%
Other values (5613)	92530	97.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1496	1	< 0.1%
-1220	1	< 0.1%
-1164	1	< 0.1%
-1157	1	< 0.1%
-957	1	< 0.1%
-819	1	< 0.1%
-815	1	< 0.1%
-784	1	< 0.1%
-780	1	< 0.1%
-756	1	< 0.1%

Value	Count	Frequency (%)
38179	1	< 0.1%
36233	1	< 0.1%
35404	1	< 0.1%
32964	1	< 0.1%
31570	1	< 0.1%
30173	1	< 0.1%
27198	1	< 0.1%
26359	1	< 0.1%
26349	1	< 0.1%
24146	1	< 0.1%

Production
Real number (ℝ)

HIGH CORRELATION

Distinct	8616
Distinct (%)	9.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28927.421

Minimum	90
Maximum	403172
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	745.0 KiB

Quantile statistics

Minimum	90
5-th percentile	2094
Q1	6800
median	19266
Q3	37426
95-th percentile	90693
Maximum	403172
Range	403082
Interquartile range (IQR)	30626

Descriptive statistics

Standard deviation	34792.567
Coefficient of variation (CV)	1.2027539
Kurtosis	19.525629
Mean	28927.421
Median Absolute Deviation (MAD)	13820
Skewness	3.4931329
Sum	2.7579114 × 10⁹
Variance	1.2105227 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5004	50	0.1%
1195	48	0.1%
4675	48	0.1%
775	48	0.1%
1955	48	0.1%
2604	47	< 0.1%
3518	46	< 0.1%
3044	45	< 0.1%
3430	44	< 0.1%
4000	44	< 0.1%
Other values (8606)	94871	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
90	8	< 0.1%
97	4	< 0.1%
119	6	< 0.1%
159	14	< 0.1%
165	6	< 0.1%
181	8	< 0.1%
192	1	< 0.1%
196	8	< 0.1%
203	6	< 0.1%
211	6	< 0.1%

Value	Count	Frequency (%)
403172	24	< 0.1%
393921	24	< 0.1%
337245	24	< 0.1%
322732	24	< 0.1%
307031	24	< 0.1%
305404	24	< 0.1%
280388	30	< 0.1%
279473	20	< 0.1%
278602	24	< 0.1%
276971	24	< 0.1%

Auto

Heatmap
Table

	ID	Production	has_plus_sizes	id_season	life_cycle_length	num_sizes	num_stores	num_week_iso	price	weekly_demand	weekly_sales	year
ID	1.000	0.001	0.033	0.030	-0.005	0.002	0.009	0.008	0.006	0.006	0.007	0.020
Production	0.001	1.000	0.338	0.050	0.169	0.738	0.923	-0.003	-0.329	0.783	0.772	0.030
has_plus_sizes	0.033	0.338	1.000	0.245	0.108	0.439	0.320	-0.078	-0.059	0.270	0.263	0.058
id_season	0.030	0.050	0.245	1.000	-0.014	-0.099	0.059	0.321	0.002	-0.018	-0.008	0.567
life_cycle_length	-0.005	0.169	0.108	-0.014	1.000	0.159	0.080	-0.058	-0.221	-0.018	-0.019	0.110
num_sizes	0.002	0.738	0.439	-0.099	0.159	1.000	0.707	-0.029	-0.126	0.594	0.576	0.077
num_stores	0.009	0.923	0.320	0.059	0.080	0.707	1.000	0.048	-0.199	0.774	0.755	0.061
num_week_iso	0.008	-0.003	-0.078	0.321	-0.058	-0.029	0.048	1.000	0.044	-0.023	-0.038	0.268
price	0.006	-0.329	-0.059	0.002	-0.221	-0.126	-0.199	0.044	1.000	-0.227	-0.235	0.030
weekly_demand	0.006	0.783	0.270	-0.018	-0.018	0.594	0.774	-0.023	-0.227	1.000	0.977	0.016
weekly_sales	0.007	0.772	0.263	-0.008	-0.019	0.576	0.755	-0.038	-0.235	0.977	1.000	0.038
year	0.020	0.030	0.058	0.567	0.110	0.077	0.061	0.268	0.030	0.016	0.038	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	ID	id_season	heel_shape_type	toecap_type	life_cycle_length	num_stores	num_sizes	has_plus_sizes	price	year	num_week_iso	weekly_sales	weekly_demand	Production
0	1	86	NaN	NaN	12	152	5	False	35.99	2023	1	66	69	4556
1	1	86	NaN	NaN	12	152	5	False	35.99	2023	2	112	112	4556
2	1	86	NaN	NaN	12	152	5	False	35.99	2023	3	135	135	4556
3	1	86	NaN	NaN	12	152	5	False	35.99	2023	4	99	99	4556
4	1	86	NaN	NaN	12	152	5	False	35.99	2023	5	74	74	4556
5	1	86	NaN	NaN	12	152	5	False	35.99	2023	6	62	62	4556
6	1	86	NaN	NaN	12	152	5	False	35.99	2023	7	45	45	4556
7	1	86	NaN	NaN	12	152	5	False	35.99	2023	8	38	38	4556
8	1	86	NaN	NaN	12	152	5	False	35.99	2023	9	34	34	4556
9	1	86	NaN	NaN	12	152	5	False	35.99	2023	10	53	53	4556

	ID	id_season	heel_shape_type	toecap_type	life_cycle_length	num_stores	num_sizes	has_plus_sizes	price	year	num_week_iso	weekly_sales	weekly_demand	Production
95329	12767	87	NaN	NaN	10	599	7	False	159.99	2023	42	414	419	8959
95330	12767	87	NaN	NaN	10	599	7	False	159.99	2023	43	471	482	8959
95331	12767	87	NaN	NaN	10	599	7	False	159.99	2023	44	594	599	8959
95332	12767	87	NaN	NaN	10	599	7	False	159.99	2023	45	601	686	8959
95333	12767	87	NaN	NaN	10	599	7	False	159.99	2023	46	474	563	8959
95334	12767	87	NaN	NaN	10	599	7	False	159.99	2023	47	-162	82	8959
95335	12767	87	NaN	NaN	10	599	7	False	159.99	2023	48	231	324	8959
95336	12767	87	NaN	NaN	10	599	7	False	159.99	2023	49	410	694	8959
95337	12767	87	NaN	NaN	10	599	7	False	159.99	2023	50	347	441	8959
95338	12767	87	NaN	NaN	10	599	7	False	159.99	2023	51	174	319	8959

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample